Chapter Lead AI
Core
Lead the design and delivery of advanced machine learning, Generative AI, and agentic AI solutions for home buying and credit modelling within Retail Banking Services.
Role type
Senior IC machine learning engineer (Generative AI & Credit Modelling)
Builds
Production ML models, Generative AI capabilities (RAG, orchestration, guardrails), and agentic AI systems for banking
Domain
Banking / Financial Services / Credit Risk
Deliverable
production ML models
Required skills
Statistics and probability, Machine learning, Python, Generative AI and LLMs, Prompt engineering, RAG, Model orchestration, Guardrail design, Spark, SQL, TensorFlow, PyTorch, R, Data engineering, ETL, Cloud platforms (AWS/Azure), Containerization (Docker)
Preferred skills
None stated
Technologies
Spark, SQL, TensorFlow, PyTorch, R, AWS, Azure, Docker
Responsibilities
Lead design, development, and implementation of ML models for strategic outcomes; Apply statistical methods to complex credit-modelling challenges; Progress models from exploration through validation, deployment, and monitoring; Design and develop Generative AI capabilities including RAG and agentic systems; Partner with stakeholders to define problems and translate insights; Establish technical practices for feature engineering and production deployment.
Seniority
Senior, hands-on IC
